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Trends in the development of communication networks: Cognitive networks

Carolina Fortuna, Mihael Mohorcic
2009 Computer Networks  
We summarize and compare seven architectural proposals that comply with the requirements for a cognitive network.  ...  We classify the cognitive networks related work in that mainly concerned with knowledge representation and that predominantly dealing with the cognition loop.  ...  Rȃpuntean and, last but not least, the anonymous reviewers for helping to improve this paper. This work was partially supported by the Slovenian Research Agency.  ... 
doi:10.1016/j.comnet.2009.01.002 fatcat:kabc6k5spnghhmbbpic4r6zumy

Transformation of Networks through Cognitive Approaches [article]

T.R.Gopalakrishnan Nair, Abhijith, Kavitha Sooda
2010 arXiv   pre-print
The growth in data traffic and the increased demand for quality of service had generated a large demand for network systems to be more efficient.  ...  The cognitive elements of a system like perception, learning, planning, reasoning and decision forming can enable the systems to be more aware of their environment and offer better services.  ...  Reinforcement Learning problems are typically modeled by means of Markov Decision Processes (MDPs) [18] .  ... 
arXiv:1001.3533v2 fatcat:gkv7s7j7gzgm5er4s6xeimkkqa

Metadata Design for Reconfigurable Protocol Stacks in Systems Beyond 3G

Vangelis Gazis, Nancy Alonistioti, Lazaros Merakos
2006 Wireless personal communications  
Next, we identify essential metadata classes in support of reconfigurable communication systems, introducing an associated object-oriented UML model.  ...  We elaborate on the design rationale of the UML model, presenting and discussing the alternative metadata representation standards and suitable encoding formats.  ...  Obviously, the introduction of reconfiguration-capable communication systems must be supported by a suitable object-oriented information model (i.e., an object-oriented ADL) to describe their internal  ... 
doi:10.1007/s11277-006-6173-y fatcat:x7ztqag5a5gnbf2jx2tc6gxr5u

Think: View-Based Support of Non-functional Properties in Embedded Systems

Matthieu Anne, Ruan He, Tahar Jarboui, Marc Lacoste, Olivier Lobry, Guirec Lorant, Maxime Louvel, Juan Navas, Vincent Olive, Juraj Polakovic, Marc Poulhiès, Jacques Pulou (+3 others)
2009 2009 International Conference on Embedded Software and Systems  
Results show that THINK provides a generic and efficient approach to fully support these extensions thanks to a customizable toolchain. 2009 International Conferences on Embedded Software and Systems 978  ...  To reach this goal, we show how to extend a component model like FRACTAL with relevant abstractions such as threads, protection rings, or security domains.  ...  For a given authorization model, policy decision-making is encapsulated in a separate Policy Manager (PM) component.  ... 
doi:10.1109/icess.2009.30 dblp:conf/icess/AnneHJLLLLNOPPPSTW09 fatcat:lmtrp7u7cfcdnlpnpllavcjzh4

High-Level Design Approach for the Specification of Cognitive Radio Equipments Management APIs

Christophe Moy
2009 Journal of Network and Systems Management  
The HDCRAM adds to the HDReM's reconfiguration management facilities the necessary new management features, which enable the support of sensing and decision making facilities.  ...  We assert that it is necessary to add inside the radio equipments some management facilities for that purpose, and we propose in this paper a high-level design approach for the specification of a management  ...  Indeed, such an object oriented programming approach defines, for the super class, the encapsulation of the object, and allows a free behavioral mechanism for the child classes.  ... 
doi:10.1007/s10922-009-9151-3 fatcat:j3nojcaxfffmnobmtsm7asaatu

Self-optimized Cognitive Network of Networks

A. Manzalini, P. H. Deussen, S. Nechifor, M. Mamei, R. Minerva, C. Moiso, A. Salden, T. Wauters, F. Zambonelli
2010 Computer journal  
Future processing, storage and communication services will be highly pervasive: people, smart objects, machines and the surrounding space (all embedding devices such as with sensors, RFID tags etc.) will  ...  and cross-network domain selfmanagement, self-control and self-optimization, while being compatible with legacy management and control systems.  ...  ACKNOWLEDGEMENT The authors wish to thank Erol Gelenbe, Ricardo Lent (Imperial College of London) and Blaz Fortuna (Jozef Stefan Institut of Ljubljana) for discussions and comments that have contributed  ... 
doi:10.1093/comjnl/bxq032 fatcat:ygjyqzlp7jadvjuxpgxulsxofq

Architectures and Cross-Layer Design for Cognitive Networks [chapter]

Dzmitry Kliazovich, Fabrizio Granelli, Nelson L. S. da Fonseca
2010 Handbook on Sensor Networks  
Fundamental techniques for enabling cognitive properties, such as, adaptation, learning, and goal optimization processes are detailed in this text.  ...  Finally, a discussion on the required properties of the cross-layer design for cognitive networks and deployment issues are specified.  ...  . 9 They defined the cognitive cycle as consisting of six processes: observation, orientation, planning, learning, decision making, and action.  ... 
doi:10.1142/9789812837318_0001 fatcat:fycoylnjirb3fjthcdcyxdikly

LEARNING BLACKBOARD-BASED SCHEDULING ALGORITHMS FOR COMPUTER VISION

BRUCE A. DRAPER, ALLEN R. HANSON, EDWARD M. RISEMAN
1993 International journal of pattern recognition and artificial intelligence  
The goal of image understanding by computer is to identify objects in visual images and if necessary to determine their location and orientation.  ...  Objects are identi ed by comparing data extracted from images to an a priori description of the object or object class in memory.  ...  a geometric matcher for comparing wire-frame models to image data 2 , perspective analysis routines for estimating orientations 5, 15 , a line grouping system 21 , a pattern classi er 3 , and a template  ... 
doi:10.1142/s0218001493000169 fatcat:nqe4kiicsfhy5cqaeuc6ou5hsu

Enabling Delivery of Mobile Services Over Heterogeneous Converged Infrastructures

Nikos Houssos, Vangelis Gazis, Athanassia Alonistioti
2004 Information Systems Frontiers  
The present contribution presents object-oriented mediating service management platforms as a catalyst for making these demanding tasks feasible, identifies their desired functionality and provides an  ...  The required support of complicated business models and service delivery over highly diverse contexts introduces significant complexity to service management and provision.  ...  The authors would also like to thank Spyros Pantazis, Zachos Boufidis, Kostas Saidis and Costas Sourbatis for their valuable contribution to the development of the service provision platform prototype.  ... 
doi:10.1023/b:isfi.0000037875.51842.2b fatcat:s3rp6w5dxzcpzez2n5rgbbhanq

Software Radios: Unifying the Reconfiguration Process over Heterogeneous Platforms

Xavier Revés, Antoni Gelonch, Vuk Marojevic, Ramon Ferrús
2005 EURASIP Journal on Advances in Signal Processing  
Future radio transceivers supporting the software radio concept will provide increased features for radio access networks.  ...  Such a framework must take into account the heterogeneity of hardware devices and platforms for radio applications.  ...  The tasks are based on a continuous packet generate and/or dispatch loop that manages control data as well as processing data.  ... 
doi:10.1155/asp.2005.2626 fatcat:bmzmtzfwi5hm7pok3ziu72vkiy

Cognitive Radio: A Communications Engineering View

Friedrich Jondral
2007 IEEE wireless communications  
Also, the noise and interference level is important for a well suited adaptation. In the main unit, the processing of the observed data for orientation and decision making is performed.  ...  Although CR is not an explicit research object in E2R, several contributions to CR are expected from it.  ... 
doi:10.1109/mwc.2007.4300980 fatcat:rnfyzexioba6njbytdobrjhrtu

Multilayer sensors for the Sensorial Radio Bubble

Jacques Palicot, Christophe Moy, Rachid Hachemani
2009 Physical Communication  
A simplified three layer model is presented for our purpose.  ...  An example of sensor of the lower layer is spectrum hole detection, for the intermediate layers the blind standard recognition sensor is described, and finally for the higher layers a video sensor is presented  ...  between the model and the unknown object.  ... 
doi:10.1016/j.phycom.2009.03.003 fatcat:6nkgzfsdcjc6hk6wjw2nvrgkua

An Event-Based Methodology to Generate Class Diagrams and its Empirical Evaluation

Singh
2010 Journal of Computer Science  
Currently, Object Oriented Analysis (OOA) using Unified Modeling Language (UML) is the most popular requirement analysis approach for which several OOA tools and techniques have been proposed.  ...  The increasing popularity of Event-based systems has opened new challenging issues for them. One such issue is to carry out requirements analysis of event-based systems and build conceptual models.  ...  the object-oriented analysis model.  ... 
doi:10.3844/jcssp.2010.1301.1325 fatcat:4kv4dfndcjgj3jliu4smt55nfu

Implementing 2DT on a multiprocessor [chapter]

Yosi Ben-Asher, Gudula Rünger, Reinkard Wilhelm, Assaf Schuster
1994 Lecture Notes in Computer Science  
Code and data structures which are common to virtual processes are shared and allocated to abstract processes in order to make context switches cheap.  ...  Aims of this effort are maximizing the amount of parallelism, keeping communication cheap and managing parallelism efficiently.  ...  Thus, the LoDa L~ and also the data components L~ of data in a global state are FP-objects.  ... 
doi:10.1007/3-540-57877-3_8 fatcat:jpqlhyaqwvh7bpdb7xhmkjqveu

Water Stress on U.S. Power Production at Decadal Time Horizons [article]

Poulomi Ganguli, Devashish Kumar, Auroop R. Ganguly
2015 arXiv   pre-print
An approach is presented for delineating water scarcity and temperature from climate models, observations and population storylines, as well as for assessing power production at risk by examining geospatial  ...  Current generation global climate or earth system models are not credible at the spatial resolutions of power plants, especially for surface water quantity and stream temperatures, which further exacerbates  ...  We extract the data for these variables from three climate models: CCSM4, MIROC5, and GISS-E2R.  ... 
arXiv:1511.08449v1 fatcat:r6zz2k5wxnhwtckh3dqlboj77a
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